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Accelerating a Linear Programming Algorithm on AMD GPUs

Published in arXiv (Cornell University) • Aug 22, 2025
NobleIDNI2P92W66R59S43
Authors:
Xiyan Hu
,
Titus Parker
,
Connor Phillips

Abstract

Linear Programming (LP) is a foundational optimization technique with widespread applications in finance, energy trading, and supply chain logistics. However, traditional Central Processing Unit (CPU)-based LP solvers often struggle to meet the latency and scalability demands of dynamic, high-dimens...

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